Tunafish is an autotuner for plain ol' Python functions. Under the hood, it uses genetic algorithms to determine which arguments maximize a function's return value (i.e. it's fitness); however, Tunafish eliminates the need to think about genetic algorithms. Instead, you can focus more on just writing code.
